The library
Everything we index — ranked by what works, never by stars.
forSalesMarketingHRFinanceLegalOpsProductEngineeringDataProductivitySupportsetup≤ plug & play≤ + a key≤ multi-tool
● works · ● untested / no effect · ● hurts — every rank is measured against a no-skill baseline
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Optimize LLM prompts for clarityskillEngineeringL1
prompt-optimizer · Refining prompts before execution when you want routing and component matching advice.
Build free tools for lead generationskillMarketingL3
free-tool-strategy · Engineering teams who want to build and launch a single free tool as a marketing play, not a content strategy.
Restructure OpenClaw docs with auditskillEngineeringL2
openclaw-refactor-docs · Maintaining docs accuracy while reorganizing them, with source-audited preservation.
Migrate from Canopy Carousel componentskillEngineeringL2
canopy-carousel · Angular projects that need to stop using LgCarouselComponent (deprecation-only skill).
Lock decisions for cooldown periodsskillProductivityL1
freeze · Founders who want to prevent second-guessing after irreversible or high-cost decisions.
Redact GitHub secrets from OpenClawskillEngineeringL2
openclaw-secret-scanning-maintainer · Maintainers cleaning up accidental secret leaks without further exposure.
Choose Python web framework architectureskillEngineeringL2
python-backend-core · Backend teams building typed, testable services where HTTP is an adapter, not the core.
Capture full-page screenshots automaticallyskillEngineeringL1
full-page-screenshot · Capturing visual proof of features, UI changes, or cross-platform rendering without manual cropping.
Fix small high-certainty OpenClaw bugsskillEngineeringL2
openclaw-small-bugfix-sweep · Clearing backlog of small, independent bugs without creating oversized review PRs.
Route Python backend tasks to specialistsskillEngineeringL1
python-backend-orchestrator · Coordinating parallel async work across multiple Python services in a background job.
Review contracts and regulatory riskskillLegalL1
gc-review · Quick legal risk screening before executive sign-off or escalation.
Search and install AI agent skillsskillEngineeringL2
skillhub · Finding the right skill for a task without manual inventory search.
Investigate memory leaks in OpenClaw testsskillEngineeringL3
openclaw-test-heap-leaks · Tracking down memory regressions in JavaScript services before production.
Design Google Cloud architectureskillEngineeringL3
gcp-cloud-architect · Planning multi-region or high-availability GCP deployments with cost guardrails.
Extract design tokens from websitesskillProductL2
extract-design-system · Automating design-to-code pipeline so engineers and designers stay in sync.
Benchmark and optimize test performanceskillEngineeringL3
openclaw-test-performance · Catching latency regressions early before they reach users.
Delete organizations from LiteLLM proxyskillOpsL2
delete-org · Removing organization test fixtures or deprecated accounts with full cascading cleanup.
Write and test Python with pytestskillEngineeringL1
python-testing · Building regression test suites that catch regressions before commit via deterministic TDD cycles
Prepare for GDPR auditsskillLegalL2
gdpr-audit-prep · Pre-DPA-investigation audits that force explicit Article-by-Article interrogation instead of generic checklists
Run and debug OpenClaw testsskillEngineeringL3
openclaw-testing · Avoiding expensive full-suite runs by routing proof surface to correct lane (changed/check/vitest/docker) with cost first
Write effective prompts for LLMsskillEngineeringL1
writing-for-llms · Prompt engineering that avoids anti-pattern traps by showing only correct patterns and front-loading critical info
Build reproducible PyTorch modelsskillEngineeringL2
pytorch-patterns · Building deep learning code that runs reproducibly across devices and captures shape contracts explicitly
Automate GDPR and DSGVO complianceskillLegalL3
gdpr-dsgvo-expert · Annual GDPR refresh that logs all data handling patterns and generates audit-ready DPIA documentation programmatically
Test Parallels macOS with DiscordskillEngineeringL3
parallels-discord-roundtrip · Smoke testing that Discord E2E gateway works end-to-end across hypervisor boundaries without flaking on snapshot restore
Define quality gates and pass criteriaskillEngineeringL2
quality-eval-core · Meta-framework that unifies how TDD, E2E, benchmark, and audit spokes define what done means and route failures to earliest gate
Review contracts and IP strategyskillLegalL2
general-counsel-advisor · Term sheet and contract triage that flags the three places 5% of founder equity quietly disappears before escalating to outside counsel
Draft OpenClaw release announcementsskillMarketingL2
release-openclaw-announcement · Release comms that lead with user-observable changes (install paths, config, behavior) instead of internal CI mechanics
Initialize SDD project governanceskillOpsL2
sddp-init · Project init that bakes governance into the codebase so all contributors read the same instructions
Route quality testing to specialistsskillEngineeringL3
quality-eval-orchestrator · Multi-spoke quality orchestration that routes each failure class to the earliest gate that can catch it
Generate Playwright end-to-end testsskillEngineeringL1
generate · Generating on-brand content at scale by enforcing guidelines and voice rules at generation time
Run and monitor OpenClaw CI releasesskillEngineeringL3
release-openclaw-ci · Release validation that proves Docker build, Windows/Linux install, and platform-specific behavior before tagging stable
Investigate quality nonconformanceskillOpsL2
quality-nonconformance · Quality audits that route each failure to its earliest-possible prevention gate and prevent repeat failures
Manage parallel Git worktreesskillEngineeringL2
git-worktree-manager · Parallel feature development that avoids full repo clones by reusing shared objects with independent worktrees
Release and sign OpenClaw on macOSskillEngineeringL3
release-openclaw-mac · macOS release that proves code signature and notarization before users download
Build Java Quarkus REST APIsskillEngineeringL2
quarkus-patterns · Java microservices that need sub-100ms startup and sub-50MB footprint via GraalVM native compilation
Automate Google Workspace administrationskillOpsL2
google-workspace-cli · Bulk Google Workspace operations (document creation, sheet population, folder organization) that would be tedious via UI
Prepare OpenClaw stable releasesskillEngineeringL2
release-openclaw-maintainer · Repeatable release orchestration that ensures changelog, validation, and announcement stay in sync
Secure Quarkus endpoints and authskillEngineeringL2
quarkus-security · Adding authentication boundaries and role-based access control to Quarkus REST services.
Audit Google Workspace securityskillOpsL2
google-workspace · Discovering Google Workspace recipes and running pre-flight diagnostics before workspace changes.
Automate OpenClaw nightly releasesskillEngineeringL3
release-openclaw-nightly · Keeping nightly releases unblocked by main instability while proving fixes forward-port cleanly.
Test Quarkus services with TDDskillEngineeringL2
quarkus-tdd · Writing comprehensive unit + integration tests for event-driven Quarkus services with clear AAA structure.
Build NIH grant funding strategyskillFinanceL1
grants · Positioning clinical research for competitive NIH funding with institute-matched mechanisms and strategic language.
Build Claude Agent SDK appsskillEngineeringL2
claude-agent-acp · Exposing Claude Agent SDK capabilities to any ACP-compatible client (not just Claude.ai).
Validate OpenClaw plugin releasesskillEngineeringL3
release-openclaw-plugin-testing · Proving plugin system stability across install/uninstall/update/config before a release ships.
Verify Quarkus build and securityskillEngineeringL2
quarkus-verification · Pre-deployment verification ensuring build, test, security, and native image compatibility all pass.
Stress-test plans and designsskillL1
grill-me · Exposing hidden dependencies in a plan by forcing one-at-a-time questions with recommended answers.
Triage security advisoriesskillEngineeringL2
security-triage · Rapidly triaging security reports against shipped releases and trust boundaries without over-closing real issues.
Manage NotebookLM artifactsskillMarketingL2
r2-notebooklm-artifact-portal · Making NotebookLM-generated study materials discoverable via a centralized artifact portal.
Grill plans against documentationskillL1
grill-with-docs · Stress-testing a design by asking codebase-informed questions that expose hidden tradeoffs.
Search and sync Slack archivesskillOpsL2
slacrawl · Preserving Slack conversation history with thread structure intact for audit/research.